Scene classification using a hybrid generative/discriminative approach

We investigate whether dimensionality reduction using a latent generative model is beneficial for the task of weakly supervised scene classification. In detail, we are given a set of labeled images of scenes (for example, coast, forest, city, river, etc.), and our objective is to classify a new imag...

Полное описание

Библиографические подробности
Главные авторы: Bosch, A, Zisserman, A, Muñoz, X
Формат: Journal article
Язык:English
Опубликовано: IEEE 2008